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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

Crawling Deep-web Entity Pages

Yeye He, Dong Xin, Venkatesh Ganti, Sriram Rajaraman

Proceedings of International Conference on Web Search and Data Mining (WSDM) | January 2013

Publication

Plant root system analysis from MRI images

Hannes Schulz, Johannes A Postma, Dagmar van Dusschoten, Hanno Scharr, Sven Behnke

Computer Vision, Imaging and Computer Graphics. Theory and Application | 2013

Publication

The Bw-Tree: A Latch-Free B-Tree for Log-Structured Flash Storage

Justin Levandoski, Sudipta Sengupta

Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | January 2013

Publication

Days of Our Lives: Assessing Day Similarity from Location Traces

James Biagioni, John Krumm

January 2013

Publication

SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service

Vivek Narasayya, Sudipto Das, Manoj Syamala, Badrish Chandramouli, Surajit Chaudhuri

CIDR 2013 | January 2013

Project

Publication

On Detection of Emerging Anomalous Traffic Patterns Using GPS Data

Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng

Data & Knowledge Engineering | January 2013

Project

Publication

COCA: Online Resource Management for Cost Minimization and Carbon Neutrality in Data Centers

Shaolei Ren, Yuxiong He

Super Computing | January 2013

Publication

Investigations on Hessian-Free Optimization for Cross-Entropy Training of Deep Neural Networks

Simon Wiesler, Jinyu Li, Jian Xue

Interspeech | January 2013

Interspeech

Publication

NUMA-aware algorithms: the case of data shuffling

Yinan Li, Ippokratis Pandis, René Müller, Vijayshankar Raman, Guy M. Lohman

CIDR 2013, Sixth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings | January 2013

Publication

Tutorial: Outlier Detection for Temporal Data

Manish Gupta, Jing Gao, Charu Aggarwal, Jiawei Han

Proc. of the ACM Intl. Conf. on Information and Knowledge Management (CIKM) | January 2013

Data platforms and analytics

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